Marjorie A. Pett's Books

Nonparametric Statistics for Health Care Research

Statistics for Small Samples and Unusual Distributions

By: Marjorie A. Pett

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Nonparametric Statistics for Health Care Research

Statistics for Small Samples and Unusual Distributions

By: Marjorie A. Pett

What do you do when you realize that the data set from the study that you have just completed violates the sample size or other requirements needed to apply parametric statistics? Nonparametric Statistics for Health Care Research was developed for such scenarios—research undertaken with limited funds, often using a small sample size, with the primary objective of improving client care and obtaining better client outcomes. Covering the most commonly used nonparametric statistical techniques available in statistical packages and on open-resource statistical websites, this well-organized and accessible Second Edition helps readers, including those beyond the health sciences field, to understand when to use a particular nonparametric statistic, how to generate and interpret the resulting computer printouts, and how to present the results in table and text format.

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Page Count

392

Publisher

SAGE Publications

Published Date

ISBN 10

1483324524

ISBN 13

9781483324524

Making Sense of Factor Analysis

The Use of Factor Analysis for Instrument Development in Health Care Research

By: Marjorie A. Pett,Nancy R. Lackey,John J. Sullivan

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Making Sense of Factor Analysis

The Use of Factor Analysis for Instrument Development in Health Care Research

By: Marjorie A. Pett,Nancy R. Lackey,John J. Sullivan

Many health care practitioners and researchers are aware of the need to employ factor analysis in order to develop more sensitive instruments for data collection. Unfortunately, factor analysis is not a unidimensional approach that is easily understood by even the most experienced of researchers. Making Sense of Factor Analysis: The Use of Factor Analysis for Instrument Development in Health Care Research presents a straightforward explanation of the complex statistical procedures involved in factor analysis. Authors Marjorie A. Pett, Nancy M. Lackey, and John J. Sullivan provide a step-by-step approach to analyzing data using statistical computer packages like SPSS and SAS. Emphasizing the interrelationship between factor analysis and test construction, the authors examine numerous practical and theoretical decisions that must be made to efficiently run and accurately interpret the outcomes of these sophisticated computer programs. This accessible volume will help both novice and experienced health care professionals to Increase their knowledge of the use of factor analysis in health care research Understand journal articles that report the use of factor analysis in test construction and instrument development Create new data collection instruments Examine the reliability and structure of existing health care instruments Interpret and report computer-generated output from a factor analysis run Making Sense of Factor Analysis: The Use of Factor Analysis for Instrument Development in Health Care Research offers a practical method for developing tests, validating instruments, and reporting outcomes through the use of factor analysis. To facilitate learning, the authors provide concrete testing examples, three appendices of additional information, and a glossary of key terms. Ideal for graduate level nursing students, this book is also an invaluable resource for health care researchers.

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Page Count

369

Publisher

SAGE

Published Date

ISBN 10

0761919503

ISBN 13

9780761919506

Nonparametric Statistics for Health Care Research

Statistics for Small Samples and Unusual Distributions

By: Marjorie A. Pett

Write a review Read reviews Take a Quiz Solve Book Puzzle

Nonparametric Statistics for Health Care Research

Statistics for Small Samples and Unusual Distributions

By: Marjorie A. Pett

What do you do when you realize that the data set from the study that you have just completed violates the sample size or other requirements needed to apply parametric statistics? Nonparametric Statistics for Health Care Research by Marjorie A. Pett was developed for such scenarios—research undertaken with limited funds, often using a small sample size, with the primary objective of improving client care and obtaining better client outcomes. Covering the most commonly used nonparametric statistical techniques available in statistical packages and on open-resource statistical websites, this well-organized and accessible Second Edition helps readers, including those beyond the health sciences field, to understand when to use a particular nonparametric statistic, how to generate and interpret the resulting computer printouts, and how to present the results in table and text format.

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Age

Page Count

473

Publisher

SAGE Publications

Published Date

ISBN 10

1483313093

ISBN 13

9781483313092

Book's by Marjorie A. Pett

Nonparametric Statistics for Health Care Research

Nonparametric Statistics for Health Care Research

Making Sense of Factor Analysis

Making Sense of Factor Analysis

Nonparametric Statistics for Health Care Research

Nonparametric Statistics for Health Care Research

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